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Zezhong Zhang
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A score-based nonlinear filter for data assimilation
F Bao, Z Zhang, G Zhang
arXiv preprint arXiv:2306.09282, 2023
32023
Transferable Neural Networks for Partial Differential Equations
Z Zhang, F Bao, L Ju, G Zhang
Journal of Scientific Computing 99 (1), 1-25, 2024
1*2024
Improving the Expressive Power of Deep Neural Networks through Integral Activation Transform
Z Zhang, F Bao, G Zhang
arXiv preprint arXiv:2312.12578, 2023
12023
A Unified Filter Method for Jointly Estimating State and Parameters of Stochastic Dynamical Systems via the Ensemble Score Filter
F Bao, G Zhang, Z Zhang
arXiv preprint arXiv:2312.10503, 2023
12023
A PDE-based adaptive kernel method for solving optimal filtering problems
Z Zhang, R Archibald, F Bao
Journal of Machine Learning for Modeling and Computing 3 (3), 2022
12022
Diffusion-Model-Assisted Supervised Learning of Generative Models for Density Estimation
Y Liu, M Yang, Z Zhang, F Bao, Y Cao, G Zhang
Journal of Machine Learning for Modeling and Computing 5 (1), 2024
2024
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems
F Bao, Z Zhang, G Zhang
arXiv preprint arXiv:2309.00983, 2023
2023
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